Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 174 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.8 KiB |
| Average record size in memory | 104.7 B |
Variable types
| Numeric | 9 |
|---|---|
| Text | 3 |
| Categorical | 1 |
place is highly overall correlated with swim_time and 5 other fields | High correlation |
swim_time is highly overall correlated with place and 4 other fields | High correlation |
t1_time is highly overall correlated with place and 5 other fields | High correlation |
bike_time is highly overall correlated with place and 5 other fields | High correlation |
t2_time is highly overall correlated with place and 4 other fields | High correlation |
run_time is highly overall correlated with place and 5 other fields | High correlation |
chip_time is highly overall correlated with place and 5 other fields | High correlation |
place is uniformly distributed | Uniform |
place has unique values | Unique |
bib has unique values | Unique |
Reproduction
| Analysis started | 2023-08-19 22:34:18.505866 |
|---|---|
| Analysis finished | 2023-08-19 22:34:29.289476 |
| Duration | 10.78 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
place
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 174 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.5 |
| Minimum | 1 |
|---|---|
| Maximum | 174 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9.65 |
| Q1 | 44.25 |
| median | 87.5 |
| Q3 | 130.75 |
| 95-th percentile | 165.35 |
| Maximum | 174 |
| Range | 173 |
| Interquartile range (IQR) | 86.5 |
Descriptive statistics
| Standard deviation | 50.373604 |
|---|---|
| Coefficient of variation (CV) | 0.57569833 |
| Kurtosis | -1.2 |
| Mean | 87.5 |
| Median Absolute Deviation (MAD) | 43.5 |
| Skewness | 0 |
| Sum | 15225 |
| Variance | 2537.5 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.6% |
| 120 | 1 | 0.6% |
| 112 | 1 | 0.6% |
| 113 | 1 | 0.6% |
| 114 | 1 | 0.6% |
| 115 | 1 | 0.6% |
| 116 | 1 | 0.6% |
| 117 | 1 | 0.6% |
| 118 | 1 | 0.6% |
| 119 | 1 | 0.6% |
| Other values (164) | 164 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 174 | 1 | |
| 173 | 1 | |
| 172 | 1 | |
| 171 | 1 | |
| 170 | 1 | |
| 169 | 1 | |
| 168 | 1 | |
| 167 | 1 | |
| 166 | 1 | |
| 165 | 1 |
bib
Real number (ℝ)
UNIQUE 
| Distinct | 174 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 227.94253 |
| Minimum | 120 |
|---|---|
| Maximum | 328 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 120 |
|---|---|
| 5-th percentile | 131.65 |
| Q1 | 176.25 |
| median | 232.5 |
| Q3 | 279.75 |
| 95-th percentile | 318.7 |
| Maximum | 328 |
| Range | 208 |
| Interquartile range (IQR) | 103.5 |
Descriptive statistics
| Standard deviation | 60.52494 |
|---|---|
| Coefficient of variation (CV) | 0.26552719 |
| Kurtosis | -1.1944077 |
| Mean | 227.94253 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | -0.092737574 |
| Sum | 39662 |
| Variance | 3663.2684 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 279 | 1 | 0.6% |
| 152 | 1 | 0.6% |
| 307 | 1 | 0.6% |
| 139 | 1 | 0.6% |
| 166 | 1 | 0.6% |
| 328 | 1 | 0.6% |
| 209 | 1 | 0.6% |
| 197 | 1 | 0.6% |
| 290 | 1 | 0.6% |
| 188 | 1 | 0.6% |
| Other values (164) | 164 |
| Value | Count | Frequency (%) |
| 120 | 1 | |
| 122 | 1 | |
| 123 | 1 | |
| 124 | 1 | |
| 126 | 1 | |
| 127 | 1 | |
| 129 | 1 | |
| 130 | 1 | |
| 131 | 1 | |
| 132 | 1 |
| Value | Count | Frequency (%) |
| 328 | 1 | |
| 327 | 1 | |
| 326 | 1 | |
| 325 | 1 | |
| 324 | 1 | |
| 323 | 1 | |
| 322 | 1 | |
| 321 | 1 | |
| 320 | 1 | |
| 318 | 1 |
first_name
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | 82.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 5.1436782 |
| Min length | 2 |
Characters and Unicode
| Total characters | 895 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 121 ? |
|---|---|
| Unique (%) | 69.5% |
Sample
| 1st row | Porter |
|---|---|
| 2nd row | Dwayne |
| 3rd row | Nathan |
| 4th row | Ben |
| 5th row | Dylan |
| Value | Count | Frequency (%) |
| zachary | 3 | 1.7% |
| ryan | 3 | 1.7% |
| adam | 3 | 1.7% |
| david | 3 | 1.7% |
| mark | 3 | 1.7% |
| alex | 3 | 1.7% |
| doug | 3 | 1.7% |
| mike | 3 | 1.7% |
| thomas | 2 | 1.1% |
| scott | 2 | 1.1% |
| Other values (133) | 147 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 114 | 12.7% |
| e | 76 | 8.5% |
| i | 62 | 6.9% |
| r | 62 | 6.9% |
| n | 61 | 6.8% |
| o | 45 | 5.0% |
| l | 41 | 4.6% |
| t | 40 | 4.5% |
| h | 37 | 4.1% |
| y | 27 | 3.0% |
| Other values (38) | 330 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 707 | |
| Uppercase Letter | 184 | 20.6% |
| Other Punctuation | 3 | 0.3% |
| Space Separator | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 114 | |
| e | 76 | |
| i | 62 | |
| r | 62 | |
| n | 61 | |
| o | 45 | 6.4% |
| l | 41 | 5.8% |
| t | 40 | 5.7% |
| h | 37 | 5.2% |
| y | 27 | 3.8% |
| Other values (13) | 142 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 17 | 9.2% |
| M | 17 | 9.2% |
| K | 16 | 8.7% |
| D | 15 | 8.2% |
| S | 14 | 7.6% |
| A | 14 | 7.6% |
| R | 14 | 7.6% |
| T | 13 | 7.1% |
| C | 12 | 6.5% |
| L | 7 | 3.8% |
| Other values (13) | 45 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 891 | |
| Common | 4 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 114 | 12.8% |
| e | 76 | 8.5% |
| i | 62 | 7.0% |
| r | 62 | 7.0% |
| n | 61 | 6.8% |
| o | 45 | 5.1% |
| l | 41 | 4.6% |
| t | 40 | 4.5% |
| h | 37 | 4.2% |
| y | 27 | 3.0% |
| Other values (36) | 326 |
Common
| Value | Count | Frequency (%) |
| . | 3 | |
| 1 | 25.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 895 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 114 | 12.7% |
| e | 76 | 8.5% |
| i | 62 | 6.9% |
| r | 62 | 6.9% |
| n | 61 | 6.8% |
| o | 45 | 5.0% |
| l | 41 | 4.6% |
| t | 40 | 4.5% |
| h | 37 | 4.1% |
| y | 27 | 3.0% |
| Other values (38) | 330 |
last_name
Text
| Distinct | 162 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 6.7528736 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1175 |
|---|---|
| Distinct characters | 53 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 151 ? |
|---|---|
| Unique (%) | 86.8% |
Sample
| 1st row | Middaugh |
|---|---|
| 2nd row | Dixon |
| 3rd row | Dutton |
| 4th row | Hogan |
| 5th row | Friday |
| Value | Count | Frequency (%) |
| lee | 3 | 1.7% |
| gerber | 2 | 1.1% |
| schuth | 2 | 1.1% |
| allred | 2 | 1.1% |
| geddes | 2 | 1.1% |
| adams | 2 | 1.1% |
| peterson | 2 | 1.1% |
| cooper | 2 | 1.1% |
| pritchardthorpe | 2 | 1.1% |
| hogan | 2 | 1.1% |
| Other values (157) | 159 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 125 | 10.6% |
| n | 100 | 8.5% |
| a | 98 | 8.3% |
| r | 94 | 8.0% |
| o | 86 | 7.3% |
| i | 60 | 5.1% |
| l | 58 | 4.9% |
| s | 49 | 4.2% |
| t | 47 | 4.0% |
| d | 36 | 3.1% |
| Other values (43) | 422 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 957 | |
| Uppercase Letter | 205 | 17.4% |
| Space Separator | 6 | 0.5% |
| Other Punctuation | 5 | 0.4% |
| Dash Punctuation | 2 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 125 | |
| n | 100 | |
| a | 98 | |
| r | 94 | |
| o | 86 | |
| i | 60 | 6.3% |
| l | 58 | 6.1% |
| s | 49 | 5.1% |
| t | 47 | 4.9% |
| d | 36 | 3.8% |
| Other values (14) | 204 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 21 | 10.2% |
| S | 21 | 10.2% |
| G | 13 | 6.3% |
| P | 13 | 6.3% |
| B | 13 | 6.3% |
| C | 12 | 5.9% |
| A | 12 | 5.9% |
| D | 11 | 5.4% |
| R | 10 | 4.9% |
| O | 10 | 4.9% |
| Other values (14) | 69 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3 | |
| , | 1 | 20.0% |
| ' | 1 | 20.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1162 | |
| Common | 13 | 1.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 125 | 10.8% |
| n | 100 | 8.6% |
| a | 98 | 8.4% |
| r | 94 | 8.1% |
| o | 86 | 7.4% |
| i | 60 | 5.2% |
| l | 58 | 5.0% |
| s | 49 | 4.2% |
| t | 47 | 4.0% |
| d | 36 | 3.1% |
| Other values (38) | 409 |
Common
| Value | Count | Frequency (%) |
| 6 | ||
| . | 3 | |
| - | 2 | 15.4% |
| , | 1 | 7.7% |
| ' | 1 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1175 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 125 | 10.6% |
| n | 100 | 8.5% |
| a | 98 | 8.3% |
| r | 94 | 8.0% |
| o | 86 | 7.3% |
| i | 60 | 5.1% |
| l | 58 | 4.9% |
| s | 49 | 4.2% |
| t | 47 | 4.0% |
| d | 36 | 3.1% |
| Other values (43) | 422 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
| M | |
|---|---|
| F |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 174 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 123 | |
| F | 51 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 123 | |
| f | 51 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 123 | |
| F | 51 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 174 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 123 | |
| F | 51 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 174 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 123 | |
| F | 51 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 174 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 123 | |
| F | 51 |
age
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.045977 |
| Minimum | 16 |
|---|---|
| Maximum | 73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 32 |
| median | 40 |
| Q3 | 51.75 |
| 95-th percentile | 64.35 |
| Maximum | 73 |
| Range | 57 |
| Interquartile range (IQR) | 19.75 |
Descriptive statistics
| Standard deviation | 12.935061 |
|---|---|
| Coefficient of variation (CV) | 0.30764086 |
| Kurtosis | -0.57181614 |
| Mean | 42.045977 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.18756451 |
| Sum | 7316 |
| Variance | 167.31579 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 11 | 6.3% |
| 39 | 8 | 4.6% |
| 31 | 7 | 4.0% |
| 50 | 7 | 4.0% |
| 60 | 7 | 4.0% |
| 38 | 6 | 3.4% |
| 37 | 6 | 3.4% |
| 47 | 5 | 2.9% |
| 44 | 5 | 2.9% |
| 36 | 5 | 2.9% |
| Other values (42) | 107 |
| Value | Count | Frequency (%) |
| 16 | 2 | |
| 17 | 1 | 0.6% |
| 19 | 1 | 0.6% |
| 20 | 3 | |
| 21 | 4 | |
| 22 | 1 | 0.6% |
| 23 | 2 | |
| 25 | 4 | |
| 26 | 2 | |
| 27 | 3 |
| Value | Count | Frequency (%) |
| 73 | 1 | |
| 72 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 68 | 1 | |
| 66 | 2 | |
| 65 | 2 | |
| 64 | 1 | |
| 62 | 1 | |
| 61 | 2 |
city
Text
| Distinct | 123 |
|---|---|
| Distinct (%) | 70.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 14 |
| Mean length | 8.4425287 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1469 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 57.5% |
Sample
| 1st row | Vail |
|---|---|
| 2nd row | RALEIGH |
| 3rd row | Highland |
| 4th row | Louisville |
| 5th row | Edwards |
| Value | Count | Frequency (%) |
| edwards | 10 | 4.6% |
| spgs | 10 | 4.6% |
| colorado | 9 | 4.1% |
| boulder | 9 | 4.1% |
| denver | 9 | 4.1% |
| golden | 6 | 2.7% |
| vail | 6 | 2.7% |
| louisville | 5 | 2.3% |
| durango | 5 | 2.3% |
| avon | 5 | 2.3% |
| Other values (117) | 145 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 95 | 6.5% |
| a | 87 | 5.9% |
| o | 79 | 5.4% |
| n | 74 | 5.0% |
| l | 65 | 4.4% |
| L | 62 | 4.2% |
| r | 58 | 3.9% |
| A | 55 | 3.7% |
| E | 55 | 3.7% |
| O | 52 | 3.5% |
| Other values (40) | 787 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 810 | |
| Uppercase Letter | 614 | |
| Space Separator | 45 | 3.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 95 | |
| a | 87 | |
| o | 79 | |
| n | 74 | |
| l | 65 | 8.0% |
| r | 58 | 7.2% |
| d | 51 | 6.3% |
| s | 46 | 5.7% |
| i | 46 | 5.7% |
| t | 45 | 5.6% |
| Other values (16) | 164 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 62 | 10.1% |
| A | 55 | 9.0% |
| E | 55 | 9.0% |
| O | 52 | 8.5% |
| S | 50 | 8.1% |
| D | 47 | 7.7% |
| R | 46 | 7.5% |
| C | 31 | 5.0% |
| G | 31 | 5.0% |
| N | 27 | 4.4% |
| Other values (13) | 158 |
Space Separator
| Value | Count | Frequency (%) |
| 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1424 | |
| Common | 45 | 3.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 95 | 6.7% |
| a | 87 | 6.1% |
| o | 79 | 5.5% |
| n | 74 | 5.2% |
| l | 65 | 4.6% |
| L | 62 | 4.4% |
| r | 58 | 4.1% |
| A | 55 | 3.9% |
| E | 55 | 3.9% |
| O | 52 | 3.7% |
| Other values (39) | 742 |
Common
| Value | Count | Frequency (%) |
| 45 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1469 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 95 | 6.5% |
| a | 87 | 5.9% |
| o | 79 | 5.4% |
| n | 74 | 5.0% |
| l | 65 | 4.4% |
| L | 62 | 4.2% |
| r | 58 | 3.9% |
| A | 55 | 3.7% |
| E | 55 | 3.7% |
| O | 52 | 3.5% |
| Other values (40) | 787 |
swim_time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 156 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1639.6667 |
| Minimum | 1041 |
|---|---|
| Maximum | 3288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 1041 |
|---|---|
| 5-th percentile | 1212.65 |
| Q1 | 1421.5 |
| median | 1557 |
| Q3 | 1773 |
| 95-th percentile | 2246.1 |
| Maximum | 3288 |
| Range | 2247 |
| Interquartile range (IQR) | 351.5 |
Descriptive statistics
| Standard deviation | 357.8849 |
|---|---|
| Coefficient of variation (CV) | 0.21826686 |
| Kurtosis | 3.8058492 |
| Mean | 1639.6667 |
| Median Absolute Deviation (MAD) | 172.5 |
| Skewness | 1.5876971 |
| Sum | 285302 |
| Variance | 128081.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1464 | 4 | 2.3% |
| 1760 | 2 | 1.1% |
| 1421 | 2 | 1.1% |
| 1583 | 2 | 1.1% |
| 1525 | 2 | 1.1% |
| 1429 | 2 | 1.1% |
| 1548 | 2 | 1.1% |
| 1905 | 2 | 1.1% |
| 1439 | 2 | 1.1% |
| 1647 | 2 | 1.1% |
| Other values (146) | 152 |
| Value | Count | Frequency (%) |
| 1041 | 1 | |
| 1112 | 1 | |
| 1119 | 1 | |
| 1150 | 1 | |
| 1154 | 1 | |
| 1171 | 1 | |
| 1174 | 1 | |
| 1185 | 1 | |
| 1212 | 1 | |
| 1213 | 1 |
| Value | Count | Frequency (%) |
| 3288 | 1 | |
| 2952 | 1 | |
| 2825 | 1 | |
| 2711 | 1 | |
| 2687 | 1 | |
| 2666 | 1 | |
| 2459 | 1 | |
| 2439 | 1 | |
| 2302 | 1 | |
| 2216 | 1 |
t1_time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 127 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 264.63793 |
| Minimum | 121 |
|---|---|
| Maximum | 600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 121 |
|---|---|
| 5-th percentile | 159.65 |
| Q1 | 210.25 |
| median | 247.5 |
| Q3 | 303.5 |
| 95-th percentile | 410.3 |
| Maximum | 600 |
| Range | 479 |
| Interquartile range (IQR) | 93.25 |
Descriptive statistics
| Standard deviation | 83.633808 |
|---|---|
| Coefficient of variation (CV) | 0.31603107 |
| Kurtosis | 2.2522342 |
| Mean | 264.63793 |
| Median Absolute Deviation (MAD) | 45 |
| Skewness | 1.2596125 |
| Sum | 46047 |
| Variance | 6994.6138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 215 | 4 | 2.3% |
| 264 | 3 | 1.7% |
| 271 | 3 | 1.7% |
| 226 | 3 | 1.7% |
| 242 | 3 | 1.7% |
| 260 | 3 | 1.7% |
| 321 | 3 | 1.7% |
| 279 | 3 | 1.7% |
| 192 | 3 | 1.7% |
| 240 | 3 | 1.7% |
| Other values (117) | 143 |
| Value | Count | Frequency (%) |
| 121 | 1 | |
| 124 | 1 | |
| 141 | 1 | |
| 149 | 1 | |
| 151 | 1 | |
| 152 | 1 | |
| 153 | 1 | |
| 159 | 2 | |
| 160 | 1 | |
| 166 | 1 |
| Value | Count | Frequency (%) |
| 600 | 1 | |
| 584 | 1 | |
| 524 | 1 | |
| 496 | 1 | |
| 485 | 1 | |
| 460 | 1 | |
| 440 | 1 | |
| 426 | 1 | |
| 422 | 1 | |
| 404 | 1 |
bike_time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 170 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7179.069 |
| Minimum | 5002 |
|---|---|
| Maximum | 10903 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 5002 |
|---|---|
| 5-th percentile | 5555.5 |
| Q1 | 6426.5 |
| median | 6973.5 |
| Q3 | 7828.5 |
| 95-th percentile | 9471.2 |
| Maximum | 10903 |
| Range | 5901 |
| Interquartile range (IQR) | 1402 |
Descriptive statistics
| Standard deviation | 1194.009 |
|---|---|
| Coefficient of variation (CV) | 0.16631808 |
| Kurtosis | 0.65306025 |
| Mean | 7179.069 |
| Median Absolute Deviation (MAD) | 723 |
| Skewness | 0.81665013 |
| Sum | 1249158 |
| Variance | 1425657.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6594 | 2 | 1.1% |
| 6498 | 2 | 1.1% |
| 8117 | 2 | 1.1% |
| 7634 | 2 | 1.1% |
| 8009 | 1 | 0.6% |
| 7380 | 1 | 0.6% |
| 7439 | 1 | 0.6% |
| 7811 | 1 | 0.6% |
| 7361 | 1 | 0.6% |
| 7595 | 1 | 0.6% |
| Other values (160) | 160 |
| Value | Count | Frequency (%) |
| 5002 | 1 | |
| 5160 | 1 | |
| 5222 | 1 | |
| 5281 | 1 | |
| 5348 | 1 | |
| 5400 | 1 | |
| 5414 | 1 | |
| 5491 | 1 | |
| 5549 | 1 | |
| 5559 | 1 |
| Value | Count | Frequency (%) |
| 10903 | 1 | |
| 10833 | 1 | |
| 10529 | 1 | |
| 10465 | 1 | |
| 10200 | 1 | |
| 10052 | 1 | |
| 9920 | 1 | |
| 9665 | 1 | |
| 9544 | 1 | |
| 9432 | 1 |
t2_time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 114 |
|---|---|
| Distinct (%) | 65.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.27011 |
| Minimum | 37 |
|---|---|
| Maximum | 398 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 77 |
| median | 101.5 |
| Q3 | 139.5 |
| 95-th percentile | 248 |
| Maximum | 398 |
| Range | 361 |
| Interquartile range (IQR) | 62.5 |
Descriptive statistics
| Standard deviation | 65.91518 |
|---|---|
| Coefficient of variation (CV) | 0.55732744 |
| Kurtosis | 4.0919952 |
| Mean | 118.27011 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 1.8263337 |
| Sum | 20579 |
| Variance | 4344.811 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 5 | 2.9% |
| 61 | 4 | 2.3% |
| 85 | 4 | 2.3% |
| 84 | 4 | 2.3% |
| 114 | 3 | 1.7% |
| 109 | 3 | 1.7% |
| 68 | 3 | 1.7% |
| 55 | 3 | 1.7% |
| 94 | 3 | 1.7% |
| 103 | 3 | 1.7% |
| Other values (104) | 139 |
| Value | Count | Frequency (%) |
| 37 | 1 | |
| 38 | 1 | |
| 39 | 1 | |
| 42 | 1 | |
| 43 | 1 | |
| 45 | 1 | |
| 46 | 2 | |
| 47 | 2 | |
| 48 | 2 | |
| 49 | 1 |
| Value | Count | Frequency (%) |
| 398 | 1 | |
| 363 | 2 | |
| 330 | 1 | |
| 329 | 1 | |
| 313 | 1 | |
| 295 | 1 | |
| 269 | 1 | |
| 248 | 2 | |
| 241 | 1 | |
| 236 | 1 |
run_time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 170 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4074.2471 |
| Minimum | 2598 |
|---|---|
| Maximum | 6409 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 2598 |
|---|---|
| 5-th percentile | 2953.85 |
| Q1 | 3504 |
| median | 3927 |
| Q3 | 4483.25 |
| 95-th percentile | 5638.85 |
| Maximum | 6409 |
| Range | 3811 |
| Interquartile range (IQR) | 979.25 |
Descriptive statistics
| Standard deviation | 805.26223 |
|---|---|
| Coefficient of variation (CV) | 0.19764688 |
| Kurtosis | 0.18707796 |
| Mean | 4074.2471 |
| Median Absolute Deviation (MAD) | 482.5 |
| Skewness | 0.76974109 |
| Sum | 708919 |
| Variance | 648447.26 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3434 | 2 | 1.1% |
| 3619 | 2 | 1.1% |
| 4471 | 2 | 1.1% |
| 3502 | 2 | 1.1% |
| 2598 | 1 | 0.6% |
| 4486 | 1 | 0.6% |
| 3963 | 1 | 0.6% |
| 3989 | 1 | 0.6% |
| 3932 | 1 | 0.6% |
| 4219 | 1 | 0.6% |
| Other values (160) | 160 |
| Value | Count | Frequency (%) |
| 2598 | 1 | |
| 2669 | 1 | |
| 2798 | 1 | |
| 2866 | 1 | |
| 2878 | 1 | |
| 2916 | 1 | |
| 2919 | 1 | |
| 2942 | 1 | |
| 2948 | 1 | |
| 2957 | 1 |
| Value | Count | Frequency (%) |
| 6409 | 1 | |
| 6221 | 1 | |
| 6152 | 1 | |
| 6119 | 1 | |
| 6114 | 1 | |
| 5878 | 1 | |
| 5847 | 1 | |
| 5820 | 1 | |
| 5776 | 1 | |
| 5565 | 1 |
chip_time
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 170 |
|---|---|
| Distinct (%) | 97.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13275.351 |
| Minimum | 9307 |
|---|---|
| Maximum | 19853 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 KiB |
Quantile statistics
| Minimum | 9307 |
|---|---|
| 5-th percentile | 10059.05 |
| Q1 | 11746.5 |
| median | 12791 |
| Q3 | 14733.25 |
| 95-th percentile | 17420.3 |
| Maximum | 19853 |
| Range | 10546 |
| Interquartile range (IQR) | 2986.75 |
Descriptive statistics
| Standard deviation | 2232.172 |
|---|---|
| Coefficient of variation (CV) | 0.16814411 |
| Kurtosis | 0.3381533 |
| Mean | 13275.351 |
| Median Absolute Deviation (MAD) | 1434 |
| Skewness | 0.74549315 |
| Sum | 2309911 |
| Variance | 4982591.9 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 14780 | 2 | 1.1% |
| 11698 | 2 | 1.1% |
| 14850 | 2 | 1.1% |
| 13028 | 2 | 1.1% |
| 14197 | 1 | 0.6% |
| 13896 | 1 | 0.6% |
| 13917 | 1 | 0.6% |
| 13968 | 1 | 0.6% |
| 13987 | 1 | 0.6% |
| 14029 | 1 | 0.6% |
| Other values (160) | 160 |
| Value | Count | Frequency (%) |
| 9307 | 1 | |
| 9402 | 1 | |
| 9459 | 1 | |
| 9726 | 1 | |
| 9906 | 1 | |
| 9989 | 1 | |
| 10001 | 1 | |
| 10017 | 1 | |
| 10035 | 1 | |
| 10072 | 1 |
| Value | Count | Frequency (%) |
| 19853 | 1 | |
| 19453 | 1 | |
| 19430 | 1 | |
| 19152 | 1 | |
| 19126 | 1 | |
| 18667 | 1 | |
| 18427 | 1 | |
| 17889 | 1 | |
| 17562 | 1 | |
| 17344 | 1 |
| place | bib | age | swim_time | t1_time | bike_time | t2_time | run_time | chip_time | gender | |
|---|---|---|---|---|---|---|---|---|---|---|
| place | 1.000 | -0.150 | 0.214 | 0.677 | 0.743 | 0.949 | 0.747 | 0.929 | 1.000 | 0.224 |
| bib | -0.150 | 1.000 | -0.079 | 0.009 | -0.069 | -0.171 | -0.162 | -0.165 | -0.150 | 0.070 |
| age | 0.214 | -0.079 | 1.000 | 0.226 | 0.164 | 0.142 | 0.152 | 0.255 | 0.214 | 0.045 |
| swim_time | 0.677 | 0.009 | 0.226 | 1.000 | 0.596 | 0.528 | 0.437 | 0.589 | 0.677 | 0.137 |
| t1_time | 0.743 | -0.069 | 0.164 | 0.596 | 1.000 | 0.676 | 0.709 | 0.655 | 0.743 | 0.070 |
| bike_time | 0.949 | -0.171 | 0.142 | 0.528 | 0.676 | 1.000 | 0.687 | 0.812 | 0.949 | 0.263 |
| t2_time | 0.747 | -0.162 | 0.152 | 0.437 | 0.709 | 0.687 | 1.000 | 0.706 | 0.747 | 0.113 |
| run_time | 0.929 | -0.165 | 0.255 | 0.589 | 0.655 | 0.812 | 0.706 | 1.000 | 0.929 | 0.092 |
| chip_time | 1.000 | -0.150 | 0.214 | 0.677 | 0.743 | 0.949 | 0.747 | 0.929 | 1.000 | 0.197 |
| gender | 0.224 | 0.070 | 0.045 | 0.137 | 0.070 | 0.263 | 0.113 | 0.092 | 0.197 | 1.000 |
| place | bib | first_name | last_name | gender | age | city | swim_time | t1_time | bike_time | t2_time | run_time | chip_time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 279 | Porter | Middaugh | M | 17 | Vail | 1327 | 121 | 5222 | 39 | 2598 | 9307 |
| 1 | 2 | 298 | Dwayne | Dixon | M | 37 | RALEIGH | 1174 | 149 | 5160 | 54 | 2866 | 9402 |
| 2 | 3 | 267 | Nathan | Dutton | M | 16 | Highland | 1041 | 159 | 5002 | 86 | 3171 | 9459 |
| 3 | 4 | 313 | Ben | Hogan | M | 25 | Louisville | 1287 | 160 | 5414 | 68 | 2798 | 9726 |
| 4 | 5 | 145 | Dylan | Friday | M | 29 | Edwards | 1307 | 152 | 5742 | 37 | 2669 | 9906 |
| 5 | 6 | 303 | Scott | McCalmon | M | 43 | BOULDER | 1417 | 258 | 5281 | 76 | 2957 | 9989 |
| 6 | 7 | 318 | Hosea | Shepherd | M | 38 | Sonora | 1303 | 172 | 5559 | 52 | 2916 | 10001 |
| 7 | 8 | 288 | Thomas | Spannring | M | 46 | Longmont | 1526 | 153 | 5348 | 43 | 2948 | 10017 |
| 8 | 9 | 264 | Michael | Dorr | M | 47 | AVON | 1402 | 171 | 5400 | 57 | 3004 | 10035 |
| 9 | 10 | 242 | Drew | Kroeker | M | 21 | BOULDER | 1112 | 151 | 5754 | 46 | 3010 | 10072 |
| place | bib | first_name | last_name | gender | age | city | swim_time | t1_time | bike_time | t2_time | run_time | chip_time | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164 | 165 | 289 | Kim | Wagner | F | 60 | TEMPE | 2825 | 399 | 8615 | 236 | 5270 | 17344 |
| 165 | 166 | 282 | DAVE | SUTTON | M | 57 | Louisville | 2061 | 396 | 9544 | 176 | 5386 | 17562 |
| 166 | 167 | 248 | Matt | Radloff | M | 30 | Jacksonville | 1523 | 584 | 10200 | 248 | 5334 | 17889 |
| 167 | 168 | 246 | Jo | Garuccio | F | 71 | Sandy | 1749 | 383 | 9920 | 154 | 6221 | 18427 |
| 168 | 169 | 154 | Stormie | Wells | F | 48 | Colorado Spgs | 2113 | 404 | 10465 | 145 | 5541 | 18667 |
| 169 | 170 | 224 | Sheri | Schrock | F | 68 | Cohasset | 2459 | 354 | 10052 | 110 | 6152 | 19126 |
| 170 | 171 | 240 | John | Stacy | M | 50 | Catlettsburg | 3288 | 524 | 9665 | 156 | 5519 | 19152 |
| 171 | 172 | 234 | Carlos | Castro | M | 27 | Avon | 2687 | 426 | 10833 | 143 | 5341 | 19430 |
| 172 | 173 | 287 | Chad | Carpenter | M | 39 | AVON | 2666 | 496 | 10529 | 398 | 5365 | 19453 |
| 173 | 174 | 149 | Melissa | Briggs | F | 45 | DURANGO | 1832 | 440 | 10903 | 269 | 6409 | 19853 |